{"id":"W2020453711","doi":"10.1038/srep08802","title":"An efficient strategy for producing a stable, replaceable, highly efficient transgene expression system in silkworm, Bombyx mori","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Special Fund for Agro-scientific Research in the Public Interest; York University","keywords":"Bombyx mori; Transgene; Bombyx; Expression (computer science); Biology; Computer science; Computational biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007445707,0.0003177709,0.0004506372,0.0002871989,0.0005323354,0.0008846016,0.0003953449,0.0001362183,0.00004355218],"category_scores_gemma":[0.0001325874,0.0002606199,0.00009005226,0.0008542519,0.0001949891,0.0002328544,0.0000686782,0.00007345231,0.00003639759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762203,"about_ca_system_score_gemma":0.000617079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003132325,"about_ca_topic_score_gemma":0.00005422264,"domain_scores_codex":[0.9948691,0.0001666868,0.00125693,0.001950659,0.0009392918,0.00081736],"domain_scores_gemma":[0.9966069,0.00004841027,0.000570085,0.001890941,0.0004647651,0.0004188616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008853759,0.0003719355,0.0001297441,0.0001384426,0.000001947712,0.00005571559,0.0009628246,0.1392929,0.8572212,0.000150877,0.001492169,0.00009368993],"study_design_scores_gemma":[0.0005769528,0.0001280992,0.0002133326,0.0002192151,0.00001718925,0.00009391024,0.001148477,0.01505039,0.9801784,0.0002495964,0.001764649,0.0003598447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859633,0.0001964999,0.00446794,0.00004939168,0.006565011,0.002148446,0.00007133409,0.0003205973,0.0002174621],"genre_scores_gemma":[0.9947484,4.145556e-7,0.003916238,0.000009109349,0.0001914243,0.0006269057,0.0001465546,0.00004130202,0.0003196533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242426,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345317846093958,"score_gpt":0.2816744088834605,"score_spread":0.2482212304225209,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}